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Advanced AI- Beginner (Demo Class availa...
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Curriculum
Advanced AI- Beginner (Demo Class available)
Module 1: Introduction to AI and Machine Learning
0/7
Chapter 1 : What is AI? History, Evolution, and Applications of AI
45 Minutes
Preview
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Google Meet webinar
Chapter 2 : Basic Concepts of Machine Learning: Supervised & Unsupervised Learning
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45 minutes
Chapter 3 : Introduction to Neural Networks
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45 Minutes
Chapter 4 : Introduction to Python for AI
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45 Minutes
Chapter 5: Introduction to Algorithms: Linear Regression & Logistic Regression
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45 Minutes
Quiz: Module 1 - Introduction to AI and Machine Learning
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7 questions
Module 2: Advanced AI Concepts and Tools
0/6
Chapter 1 : Deep Learning Introduction and Key Concepts
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45 Minutes
Chapter 2 : Backpropagation and Training Neural Networks
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45 Minutes
Chapter 3 : Introduction to Keras and TensorFlow
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45 Minutes
Chapter 4 : Data Preprocessing and Feature Engineering
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45 Minutes
Chapter 5 : Introduction to Convolutional Neural Networks (CNN)
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45 Minutes
Quiz: Module 2 - Advanced AI Concepts and Tool
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7 questions
Module 3: Real-World AI Applications and Projects
0/6
Chapter 1 : Introduction to Natural Language Processing (NLP)
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45 Minutes
Chapter 2 : Introduction to Reinforcement Learning (RL)
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45 Minutes
Chapter 3 : Computer Vision Applications and Techniques
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45 Minutes
Chapter 4 : Integrating AI into Real-World Applications (e.g., Autonomous Vehicles, Chatbots)
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45 Minutes
Chapter 5: Applying AI to Real-World Problems
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45 Minutes
Quiz: Module 3 - Real-World AI Applications and Projects
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8 questions
Text lesson
Chapter 1 : What is AI? History, Evolution, and Applications of AI
Lesson materials
M-1 Chp- 1 What is AI
14 mb
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